BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring

This repo contains subjective ranking results on BASED and RSBlur datasets along with a blur detection metric.

Installation

git clone https://github.com/illaitar/based.git
cd based
pip install -qr requirements.txt

Development

Run data.py to run metrics (components) and save results to csv files. Then use eval.py to calculate correlations of these components or train.py to get correlations on cross-validation (CV) and cross-dataset (CD) splits.

python data.py
python eval.py
python train.py

See Also

• MSU Video Deblurring Benchmark 2022